Droste
Droste is a Hong Kong-based Data Science Consultancy
Data Science
IS EATING THE WORLD
by mart van de ven of droste
Data Science
is
creative
problem solving
with
data
as the
raw
material
y = f(x) + \epsilon
\text{Data Science vs Data Analysis}
\text{Data Science vs Data Engineering}
\text{Data Science vs Machine Learning}
Machine Learning automates modeling. Using
algorithms that iteratively learn from data,
ML allows computers to surface relationships
without explicitly telling them what to look.
\text{classification} \space \text{vs} \space \text{estimation}
\text{supervised} \space \text{vs} \space \text{unsupervised}
Data
Driven
Experiences
\text{Example: Waze}
\text{Level 1: The Network}
\text{Level 2: The Utility}
\text{Level 3: Data Driven Experience}
\text{Example: CLP Power}
\text{Level 1: The Network}
\text{Level 2: The Utility}
\text{Level 3: Data Driven Experience}
\text{Example : Energy Saving Incentives}
\text{Example : Optimizing Climate Control}
\text{Example : Integrating EVs}
Meter Reads Route Optimization
Emergency Vehicle Dispatch
Predictive Maintenance
Avoiding Overloaded Transformers
In a world where software builds itself,
computers will only be limited by the data they
can or cannot access, not by their algorithms.
Mart van de Ven
DIRECTOR
DROSTE
M @ DROSTE.HK
DATA SCIENTIST
Thank you.
Our Stack is Open
-
Data Storage
-
Data Pipelines
-
Machine Learning
-
Analysis
-
Visualisation
A Data Scientist is a
better programmer than
most statisticians, and
a better statistician
than most programmers.
Data Science is Eating the World @ CLP
By Droste
Data Science is Eating the World @ CLP
Introductory talk on Data Science for CLP
